Record, CLM, bronze and silver
CLM-431274
Received 2026-03-14T03:20:01Z, line 13,036 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | KAYLA | Kayla | Changed |
| Middle | — | — | Unchanged |
| Last name | LITTLE | Little | Changed |
| Date of birth | 19680524 | 1968-05-24 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-49586-56 | UHC-49586-56 | Unchanged |
| SSN | •••-••-1755 | •••-••-1755 | Unchanged |
| Phone | ·2497633643 | 2497633643 | Parsed |
| — | — | Unchanged | |
| Address | 401 Broadway | 401 Broadway | Unchanged |
| City | Charlotte | Charlotte | Unchanged |
| State | NC | NC | Unchanged |
| ZIP | 28298 | 28298 | Unchanged |
| Group | NULL·· | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.92
- Name key
- kayla|little
- Address key
- 401|broadway|28298
- Canonical first
- kayla
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-141063 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019548
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kayla Little, 1968-05-24, 2 records, Verified
Evidence
Matched against ENR-141063
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically0834d9769a2026-10-22 12:43:54, matching_agentidentity id MBR-019548, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141063
- Record linked automatically5165ed41ca2026-10-19 19:54:38, matching_agentidentity id MBR-019548, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141063
- Record linked automaticallyc0c0069eb42026-10-19 19:52:09, matching_agentidentity id MBR-019548, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141063
- Record linked automatically703e8deff42026-10-19 19:45:42, matching_agentidentity id MBR-019548, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141063
- Record linked automatically60b476c38d2026-10-19 19:32:31, matching_agentidentity id MBR-019548, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141063
- Record linked automatically8702c65d912026-10-19 19:31:28, scoring_agentidentity id MBR-000526, confidence 1, method probabilistic, matched record CLM-431273, policy version 1